Captured to memory (the two-tier verb split, the Skill-not-MCP decision, the private-monorepo/public-export model, and the open consolidation TODO).

You can test the shipped surface yourself:
```bash
uv tool install --refresh nemostation
marlin caption your_clip.mp4
marlin find your_clip.mp4 "something that happens"
```

That closes priorities #1–3. The only thing left is **#4 — the consolidation**: fold the published work back into `cute_video_agents` (make it the canonical private monorepo), and strip the hidden `index`/`search` out of the public wheel so the export is truly just caption/find + the skill. Want me to do that now, or pause here so you can play with `caption`/`find` first? (Either way, `marlin stop` frees the engine I left warm from testing.)